Use of parenteral nutrition in patients with advanced cancer
Bibliographic record
Abstract
The purpose of this study is to describe patient-related variables in a cohort of advanced cancer patients (ACPs) enrolled in a home parenteral nutrition (HPN) program. This study reviewed the cohort of ACPs enrolled in the Northern Alberta Home Total Parenteral Nutrition Program (NAHTPNP). Thirty-eight ACPs received HPN during the study period, 24% of all patients admitted for PN. Of these, 27 (71%) were female. Mean age was 48.76 y (SD 13.8 y). Bowel obstruction was the most common indication for initiating HPN (84%, 32) and ovarian cancer was the most common malignancy (34%, 13). Patients who began HPN with a Karnofsky performance status (KPS) of greater than 50 (median of 70) were found to have a longer duration of life (median: 6 months) compared with patients who began HPN with a KPS of 50 or below (median=50; median 3 months; p=0.01; two-tailed). There was no difference in survival between malignancy type (p=NS). Advanced cancer is the fastest growing indication for enrollment in the HPN program. ACP demonstrated a 3% average annual increase proportionate to all indications for HPN starts, accounting for 7%-48% of HPN starts from 1999-2006. HPN is an increasingly used therapy for patients with advanced cancer, most commonly for intestinal failure in the setting of bowel obstruction. Initiation of HPN at a higher KPS was associated with a longer duration of life. Further studies are needed to validate the use of TPN in end-stage cancer patients.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".